{"id":"W2970422833","doi":"10.3917/gest.051.0045","title":"Qu’il est bon d’être anormal !","year":2017,"lang":"fr","type":"article","venue":"Gestalt","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001636577,0.0001398944,0.0001610979,0.00002962533,0.002623427,0.0001980785,0.000500562,0.0002568924,0.0005395367],"category_scores_gemma":[0.000972842,0.0001579348,0.00009169069,0.00007636796,0.002621235,0.0005874576,0.00005963956,0.0002508228,0.0004895333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008826172,"about_ca_system_score_gemma":0.0005177944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051636,"about_ca_topic_score_gemma":0.001450992,"domain_scores_codex":[0.9985087,0.0002985207,0.0002026357,0.0002720268,0.000234795,0.0004833354],"domain_scores_gemma":[0.9986337,0.000420663,0.0002487935,0.0003790373,0.0001413541,0.000176489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004721288,0.0002351927,0.07496347,0.00006464525,0.00005555792,0.000008179714,0.09207211,0.00001893251,0.00003813684,0.6987512,0.02732253,0.1064654],"study_design_scores_gemma":[0.000224353,0.00006548982,0.163967,0.00007334207,0.0000360039,0.000006286647,0.06097041,0.00004440373,0.00001307246,0.007376102,0.766965,0.0002585262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5122309,0.002459869,0.00003979654,0.1374462,0.0129051,0.0001677024,0.0000490089,0.00005694181,0.3346445],"genre_scores_gemma":[0.9382465,0.001930836,0.0007380955,0.0004533436,0.008590939,0.00001534231,0.00002725279,0.0000145319,0.04998309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7396425,"threshold_uncertainty_score":0.998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240740607137997,"score_gpt":0.4692101864528153,"score_spread":0.2451361257390156,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}